Basic Statistics

Raw Counts

Name Value
Rows 26,707
Columns 36
Discrete columns 12
Continuous columns 24
All missing columns 0
Missing observations 23,219
Complete Rows 13,506
Total observations 961,452
Memory allocation 4.9 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

Bar Chart (by h1n1_concern)

QQ Plot

## Warning: Removed 34 rows containing non-finite values (stat_qq).
## Warning: Removed 34 rows containing non-finite values (stat_qq_line).

## Warning: Removed 771 rows containing non-finite values (stat_qq).
## Warning: Removed 771 rows containing non-finite values (stat_qq_line).

## Warning: Removed 88 rows containing non-finite values (stat_qq).
## Warning: Removed 88 rows containing non-finite values (stat_qq_line).

QQ Plot (by h1n1_concern)

## Warning: Removed 28 rows containing non-finite values (stat_qq).
## Warning: Removed 28 rows containing non-finite values (stat_qq_line).

## Warning: Removed 757 rows containing non-finite values (stat_qq).
## Warning: Removed 757 rows containing non-finite values (stat_qq_line).

## Warning: Removed 90 rows containing non-finite values (stat_qq).
## Warning: Removed 90 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 2 features with more than 20 categories ignored!
## employment_industry: 22 categories
## employment_occupation: 24 categories

Principal Component Analysis

Bivariate Distribution

Boxplot (by h1n1_concern)

## Warning: Removed 3301 rows containing non-finite values (stat_boxplot).

Scatterplot (by h1n1_concern)

## Warning: Removed 27 rows containing missing values (geom_point).

## Warning: Removed 27 rows containing missing values (geom_point).

## Warning: Removed 27 rows containing missing values (geom_point).

## Warning: Removed 24 rows containing missing values (geom_point).